resonators (Python)

Python bindings for resonators, a Rust implementation of Alexandre François's Resonate algorithm for low-latency spectral analysis.

See the main repository for details, demos, benchmarks, and attribution.

Install

pip install resonators

Quickstart

import numpy as np
from resonators import ResonatorBank

sample_rate = 44_100.0
freqs = np.array([110, 220, 440, 880], dtype=np.float32)
bank = ResonatorBank(freqs, sample_rate)  # alphas default to a per-frequency heuristic

t = np.arange(sample_rate, dtype=np.float32) / sample_rate
signal = np.sin(2 * np.pi * 440.0 * t).astype(np.float32)
spectrogram = bank.resonate(signal, hop=256)  # shape (n_frames, n_bins), complex64

License

Dual-licensed under MIT or Apache-2.0, at your option.

Release files for resonators 0.1.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for resonators 0.1.2
File	Size	Uploaded
resonators-0.1.2.tar.gz	49.4 kB	Jun 20, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for resonators 0.1.2
File	Interpreter	ABI	Platform	Reset
resonators-0.1.2-cp39-abi3-win_arm64.whl 159.0 kB Jun 20, 2026	CPython 3.9	abi3	Windows ARM64	Details
resonators-0.1.2-cp39-abi3-win_amd64.whl 167.7 kB Jun 20, 2026	CPython 3.9	abi3	Windows x86-64	Details
resonators-0.1.2-cp39-abi3-win32.whl 157.7 kB Jun 20, 2026	CPython 3.9	abi3	Windows x86-32	Details
resonators-0.1.2-cp39-abi3-musllinux_1_2_x86_64.whl 493.5 kB Jun 20, 2026	CPython 3.9	abi3	Linux musl 1.2+ x86-64	Details
resonators-0.1.2-cp39-abi3-musllinux_1_2_i686.whl 523.4 kB Jun 20, 2026	CPython 3.9	abi3	Linux musl 1.2+ x86-32	Details
resonators-0.1.2-cp39-abi3-musllinux_1_2_armv7l.whl 564.3 kB Jun 20, 2026	CPython 3.9	abi3	Linux musl 1.2+ ARMv7l	Details
resonators-0.1.2-cp39-abi3-musllinux_1_2_aarch64.whl 456.9 kB Jun 20, 2026	CPython 3.9	abi3	Linux musl 1.2+ ARM64	Details
resonators-0.1.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 281.8 kB Jun 20, 2026	CPython 3.9	abi3	Linux glibc 2.17+ x86-64	Details
resonators-0.1.2-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl 306.7 kB Jun 20, 2026	CPython 3.9	abi3	Linux glibc 2.17+ IBM System/390x	Details
resonators-0.1.2-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 310.5 kB Jun 20, 2026	CPython 3.9	abi3	Linux glibc 2.17+ PowerPC 64-le	Details
resonators-0.1.2-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 288.8 kB Jun 20, 2026	CPython 3.9	abi3	Linux glibc 2.17+ ARMv7l	Details
resonators-0.1.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 280.6 kB Jun 20, 2026	CPython 3.9	abi3	Linux glibc 2.17+ ARM64	Details
resonators-0.1.2-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl 305.3 kB Jun 20, 2026	CPython 3.9	abi3	Linux glibc 2.5+ x86-32	Details
resonators-0.1.2-cp39-abi3-macosx_11_0_arm64.whl 258.2 kB Jun 20, 2026	CPython 3.9	abi3	macOS 11.0+ ARM64	Details
resonators-0.1.2-cp39-abi3-macosx_10_12_x86_64.whl 268.6 kB Jun 20, 2026	CPython 3.9	abi3	macOS 10.12+ x86-64	Details

Total release size: 4.9 MB

Release files / resonators-0.1.2.tar.gz

Download URL	resonators-0.1.2.tar.gz
Size	49.4 kB
Tags	Source
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Release files / resonators-0.1.2-cp39-abi3-win_arm64.whl

Download URL	resonators-0.1.2-cp39-abi3-win_arm64.whl
Size	159.0 kB
Tags	CPython 3.9 Windows ARM64 abi3
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Release files / resonators-0.1.2-cp39-abi3-win_amd64.whl

Download URL	resonators-0.1.2-cp39-abi3-win_amd64.whl
Size	167.7 kB
Tags	CPython 3.9 Windows x86-64 abi3
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Release files / resonators-0.1.2-cp39-abi3-win32.whl

Download URL	resonators-0.1.2-cp39-abi3-win32.whl
Size	157.7 kB
Tags	CPython 3.9 Windows x86-32 abi3
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Release files / resonators-0.1.2-cp39-abi3-musllinux_1_2_x86_64.whl

Download URL	resonators-0.1.2-cp39-abi3-musllinux_1_2_x86_64.whl
Size	493.5 kB
Tags	CPython 3.9 Linux musl 1.2+ x86-64 abi3
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Release files / resonators-0.1.2-cp39-abi3-musllinux_1_2_i686.whl

Download URL	resonators-0.1.2-cp39-abi3-musllinux_1_2_i686.whl
Size	523.4 kB
Tags	CPython 3.9 Linux musl 1.2+ x86-32 abi3
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Release files / resonators-0.1.2-cp39-abi3-musllinux_1_2_armv7l.whl

Download URL	resonators-0.1.2-cp39-abi3-musllinux_1_2_armv7l.whl
Size	564.3 kB
Tags	CPython 3.9 Linux musl 1.2+ ARMv7l abi3
SHA-256 checksum How to use checksums	`45e6048ea8b07ffd38fa9a236d24024aa11cd442d33785a6f36dab142d5517d8`
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Release files / resonators-0.1.2-cp39-abi3-musllinux_1_2_aarch64.whl

Download URL	resonators-0.1.2-cp39-abi3-musllinux_1_2_aarch64.whl
Size	456.9 kB
Tags	CPython 3.9 Linux musl 1.2+ ARM64 abi3
SHA-256 checksum How to use checksums	`9e8ff2e4e6b4c7544adec1b3a89a65a85cbc8909eb56139d111b35d8bd4c2ca1`
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Release files / resonators-0.1.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	resonators-0.1.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	281.8 kB
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Release files / resonators-0.1.2-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	resonators-0.1.2-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	306.7 kB
Tags	CPython 3.9 Linux glibc 2.17+ IBM System/390x abi3
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Release files / resonators-0.1.2-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	resonators-0.1.2-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	310.5 kB
Tags	CPython 3.9 Linux glibc 2.17+ PowerPC 64-le abi3
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Release files / resonators-0.1.2-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	resonators-0.1.2-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	288.8 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARMv7l abi3
SHA-256 checksum How to use checksums	`48440b269df36d2ff960eca0c41592079572a82891c9377600c719deaa3a9012`
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Release files / resonators-0.1.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	resonators-0.1.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	280.6 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARM64 abi3
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Release files / resonators-0.1.2-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	resonators-0.1.2-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl
Size	305.3 kB
Tags	CPython 3.9 Linux glibc 2.5+ x86-32 abi3
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Release files / resonators-0.1.2-cp39-abi3-macosx_11_0_arm64.whl

Download URL	resonators-0.1.2-cp39-abi3-macosx_11_0_arm64.whl
Size	258.2 kB
Tags	CPython 3.9 abi3 macOS 11.0+ ARM64
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Release files / resonators-0.1.2-cp39-abi3-macosx_10_12_x86_64.whl

Download URL	resonators-0.1.2-cp39-abi3-macosx_10_12_x86_64.whl
Size	268.6 kB
Tags	CPython 3.9 abi3 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`85a4f7c0fdf82ddd56a81400a19860023e851ac291d624faf949cd324287957d`
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